Well, according to this yes!

The LAPD is investigating an alleged robbery -- by Justin Bieber!
I am hoping this turns out to be NOT true -- but who knows these days!!

Apparantly he was fighting with some woman to give him her cell phone (which she took pictures of him with).

First of all, should that woman have been taking pics? Not really -- she's not the paparazzi!! ...but should Bieber have went into her bag to steal her phone?? umm NO! whoooo knows what will come of it - but here is the story ...